NCA-ADS domain - 13% of the exam
Data Science Pipelines and Workflow Automation
Data Science Pipelines and Workflow Automation is 13% of the NVIDIA-Certified Associate: Accelerated Data Science (NCA-ADS) exam. These are the objectives it covers, each with practice questions and worked explanations.
Objectives in this domain
- Design end-to-end data science pipelines.Section 3.1medium
- Apply feature engineering and feature selection.Section 3.2medium
- Mitigate underfitting and overfitting.Section 3.3medium
- Automate and scale workflows with RAPIDS and Dask.Section 3.4hard
- Build reproducible pipelines.Section 3.5medium
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